发现优秀的 MCP 服务器

sipap-mcp

Production-ready MCP server framework for AWS Lambda and ECS Fargate, providing base classes and infrastructure for building MCP servers that implement JSON-RPC 2.0 with authentication, session management, and tool registration.

ADB Screenshot MCP Server

A Model Context Protocol server that enables remote management of Android devices over WiFi, including taking screenshots, listing connected devices, and retrieving device information.

Math MCP Server

Provides powerful symbolic mathematics and statistical analysis capabilities, enabling users to solve equations, compute derivatives and integrals, perform statistical tests, and analyze data through natural language requests.

Confluence MCP Server

Confluence MCP 服务器提供 API 工具，用于执行 Atlassian Confluence 操作，包括页面管理、空间处理和内容搜索，并内置速率限制和错误处理机制。

sliver-mcp

A Model Context Protocol server for the Sliver C2 framework that exposes operator tools like listeners, implant generation, sessions, command execution, and file operations for LLM-driven adversary emulation.

Jimeng AI Multimodal MCP

Enables AI-powered multimodal content generation using Volcano Engine's Jimeng AI, supporting text-to-image, text-to-video, and image-to-video conversion with customizable parameters.

mcp-solscan

Enables querying Solana transaction details via the Solscan Pro v2 API.

framedeck-mcp

MCP server for Framedeck — a Kanban content production manager for YouTube, Instagram, TikTok and Podcast creators. 32 tools to manage productions, stages, frames, checklists, comments, labels, and time tracking, with full MCP safety annotations.

JSONPlaceholder MCP Server

Provides access to JSONPlaceholder's free fake REST API for testing and prototyping, enabling interaction with sample posts, users, comments, albums, photos, and todos through tools, resources, and prompts.

clawd-mcp

Bridges Cursor and Claude Desktop with the OpenClaw and Moltbook ecosystems to manage personal AI agents and communication gateways across platforms like WhatsApp and Discord. It provides MCP tools to invoke agents, manage sessions, and handle social agent interactions within a secure, virtualized environment.

ACMS (Apple Container MCP Server)

Provides programmatic access to Apple's container CLI tool on macOS, enabling users to perform 50+ container operations including creation, management, and system control of Apple Silicon containers.

saudi-invoice-mcp

Remote MCP server that lets any AI agent submit Saudi Arabia tax invoices to ZATCA (Fatoora Phase 2) — the Zakat, Tax and Customs Authority national e-invoicing gateway.

Slack MCP Server

Enables building AI apps in Slack using the Slack MCP server and OpenAI models.

MCP Prometheus

An MCP server for Prometheus-based monitoring that enables users to query system metrics, resource usage, and PostgreSQL health across multiple environments. It supports both predefined diagnostic checks and custom PromQL execution for comprehensive server monitoring and troubleshooting.

AI Federation Network

这个实现遵循官方 MCP 规范，包括正确的消息帧处理、传输层实现和完整的协议生命周期管理。它为构建可以跨多个服务器扩展，同时保持安全性和标准化要求的联邦 MCP 系统提供了基础。

hilma-mcp

MCP server for Finnish public procurement notices (Hilma). Enables searching and retrieving procurement notices directly from Claude without a separate browser.

Video MCP Server

A Model Context Protocol server that provides video processing capabilities including format conversion, metadata extraction, and batch processing with configurable quality settings.

MCP Web Tutorial 🚀

一个交互式网络教程，用于学习如何构建 MCP（模型上下文协议）服务器。这个教育性网站提供逐步指导，帮助您实现和理解 MCP 服务器。

mmnt-mcp-server

镜子 (jìng zi)

agentfetch

An open-source web retrieval MCP server that fetches, crawls, and searches the web, returning clean markdown for AI agents. It integrates with Claude MCP, LangChain, and other frameworks for agentic web access.

codeweave-mcp

An MCP server that gives AI agents structured code understanding and precise code intelligence via local indexing of AST, call graphs, and semantic search.

@icjia/plausible-mcp

Enables querying a self-hosted Plausible Analytics instance to retrieve compressed analytics data such as overview stats, top pages, traffic sources, and trends, with computed deltas and human-readable filters.

API Integration MCP Server

Connects external APIs like Open-Meteo and AgroMonitoring to your development environment through URI-like requests, allowing access to live data directly in MCP-compatible tools.

FDIC BankFind MCP Server

Provides programmatic access to the FDIC BankFind Suite API, enabling users to query public data on FDIC-insured financial institutions, bank failures, and branch locations. It supports advanced filtering for financial reports, demographics, and institutional history without requiring an API key.

A2ABench

Agent-native developer Q&A service providing MCP tooling and A2A runtime endpoints for deep research and citations.

winrm-mcp

MCP server for controlling a Windows guest VM over WinRM, enabling PowerShell/CMD execution, file transfer, reboot, and KDNET debug configuration, typically paired with kd-mcp.

Paper Search MCP

Enables searching and downloading academic papers from multiple sources including arXiv, PubMed, bioRxiv, Google Scholar, and Semantic Scholar. Provides standardized tools compatible with OpenAI Deep Research and ChatGPT connectors.

PubMed-MCP-Server

🔍 通过一个简单的MCP界面，使AI助手能够搜索、访问和分析PubMed文章。

AtliQ HR Assist

An AI-powered HR assistant that automates employee management, leave handling, ticket creation, meeting scheduling, and email notifications through natural language conversations using the Model Context Protocol.